Daimler AG Wednesday became the first major car maker to enter the ride-sharing business, a fast-growing market currently dominated by startups like Uber Technologies Inc.

Daimler, whose Mercedes-Benz cars are popular with taxi services in parts of Europe, said it would acquire the U.S.'s RideScout LLC and Germany-based Intelligent Apps GmbH, which operates the mytaxi cab-booking app.